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Tag: Model Governance

Artificial Intelligence / Data Science / Datatron Platform / Machine Learning

Demystifying Model Governance

kurtispykesby kurtispykesDecember 3, 2020December 3, 2020

An Essential Requirement for Businesses Leveraging Machine Learning In Production What Is Model Governance?  There are many issues that are brought about as a result …

A Walkthrough of the Machine Learning Life Cycle
Data Science / Datatron Platform / Machine Learning

A Walkthrough of the Machine Learning Life Cycle

Terence Shinby Terence ShinApril 21, 2020April 30, 2020

Do you have a project idea but you don’t know where to start? Or maybe you have a dataset and want to build a machine …

Understanding the Confusion Matrix for Model Evaluation & Monitoring
Data Science / Machine Learning

Understanding the Confusion Matrix for Model Evaluation & Monitoring

Terence Shinby Terence ShinApril 10, 2020April 15, 2020

Introduction Anyone can build a machine learning (ML) model with a few lines of code, but building a good machine learning model is a whole …

How to Explain Model Bias to Regulators
Data Science / Datatron Platform / Machine Learning

How to Explain Model Bias to Regulators

Vikas Sawantby Vikas SawantMarch 25, 2020April 16, 2020

What models are we talking about? Have you ever wondered how Netflix recommends movies suited to your taste? Ever thought about how self-driven cars have …

What is Model Drift?
Data Science

What is Model Drift?

Terence Shinby Terence ShinMarch 18, 2020April 16, 2020

“Change is the only constant in life.” This quote was by a Greek philosopher named Heraclitus, and it’s such an interesting quote because it’s unironically …

How to Evaluate Your Machine Learning Models with Python Code!
Machine Learning

How to Evaluate Your Machine Learning Models with Python Code!

Terence Shinby Terence ShinJanuary 26, 2020March 26, 2020

Use these methods to ensure that you’ve created a good machine learning model with python code. You’ve finally built your machine learning model to predict …

All Machine Learning Models Explained in 6 Minutes
Machine Learning

All Machine Learning Models Explained in 6 Minutes

Terence Shinby Terence ShinJanuary 5, 2020March 25, 2020

Intuitive explanations of the most popular machine learning models. In my previous article, I explained what regression was and showed how it could be used in application. …

The New Operating Model for Enterprises
Data Science / Datatron Platform / Machine Learning

The New Operating Model for Enterprises

Lalit Sirsikarby Lalit SirsikarJanuary 23, 2018April 23, 2020

Moving from “data-centric” to “model-centric”  —  Every two days now we create as much information as we did from the dawn of civilization up until …

Recent Posts

  • What is Model Bias in Machine Learning?
  • What is ML Ops?
  • Building Trust and Transparency into Machine Learning Models
  • Demystifying Model Governance
  • A Good Data Scientist is a Good Engineer First

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About Datatron

Datatron provides a single model governance platform for all of your ML, AI, and Data Science models in production. We are entirely Vendor and Framework agnostic, including, SAS, H2O, Python, R, Scikit-Learn, TensorFlow, and more. Our offerings include Model Deployment, Model Monitoring, Model Transparency, and many more features automated to make AI model management easy.

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